Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

SRR33346942

cf725360-1a43-5328-b72f-59f3587ddb08

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • PROTEIN_SECRETION+0.480
  • OXIDATIVE_PHOSPHORYLATION+0.400
  • MYC_TARGETS_V1+0.370
  • CHOLESTEROL_HOMEOSTASIS+0.290
  • TGF_BETA_SIGNALING+0.250
  • MTORC1_SIGNALING+0.200
  • FATTY_ACID_METABOLISM+0.130
  • UNFOLDED_PROTEIN_RESPONSE+0.120
  • ADIPOGENESIS+0.110
  • ANDROGEN_RESPONSE+0.110

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.560
  • ALLOGRAFT_REJECTION-0.480
  • INFLAMMATORY_RESPONSE-0.480
  • TNFA_SIGNALING_VIA_NFKB-0.480
  • HEDGEHOG_SIGNALING-0.460
  • IL6_JAK_STAT3_SIGNALING-0.460
  • INTERFERON_GAMMA_RESPONSE-0.430
  • MYOGENESIS-0.430
  • INTERFERON_ALPHA_RESPONSE-0.370
  • IL2_STAT5_SIGNALING-0.340

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR8943016
bladder-landscape@3
0.881
2SRR12202452
bladder-landscape@3
0.876
3BS_9NJHQE9F
medullo-epn-umap@date-based
MedMedulloblastoma0.875
4103802e1-b3a3-4c55-b094-5011798b6de3
melanoma-umap@29
0.874
5df4e44f9-ee22-43d3-911e-fd4bd826ec0c
colon-landscapes@1
0.870
6MDT-AP-0395
medullo-epn-umap@date-based
MedMedulloblastoma0.862
7SRR12202451
bladder-landscape@3
0.857
8BS_K74PZET7
medullo-epn-umap@date-based
MedMedulloblastoma0.854
9X08d41e55.6d66.4e03.9dc3.3743f3da0453
lung-landscapes@6
cohortA20.852
10TCGA-ZF-AA4U-01A-11R-A38B-07
bladder-landscape@3
0.848

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 16 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.480Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.400Remibrutinib— uncovered
MYC_TARGETS_V10.370Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.290Remibrutinib— uncovered
TGF_BETA_SIGNALING0.250Inavolisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
FATTY_ACID_METABOLISM0.130Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.120Idelalisib— uncovered
ADIPOGENESIS0.110Inavolisib— uncovered
ANDROGEN_RESPONSE0.110Inavolisib— uncovered
PEROXISOME0.110Idelalisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
PI3K_AKT_MTOR_SIGNALING0.090Inavolisib— uncovered
DNA_REPAIR0.080Idelalisib— uncovered
GLYCOLYSIS0.050Inavolisib— uncovered
MYC_TARGETS_V20.050Idelalisib— uncovered